Chemical information of Chinese medicines: A challenge to chemist

Abstract Fingerprint is a broad term. Different approaches are employed in developing fingerprints to characterize systems with complicated compositions. In this review, these approaches are grouped as “component based approaches” and “all-information based approaches” according to nature of the information used. Comments and discussions are given on the “component based approaches” including the commonly used “marker approach” and the “multi-component approach” as well as the “pattern approach” and the “multi-pattern approach” as categorized under “all-information based approaches”. The pattern approach is embraced in China and establishment of fingerprint of Traditional Chinese Medicine (TCM) herbs and preparations is currently undergoing. A brief review of current activities is given. Several chemometrics techniques mainly developed by us and our collaborators are described. They have been applied in developing the TCM fingerprint with very good results. These demonstrated the power of these techniques, especially when coupled with hyphenated instrument, in retrieving useful chemical information from huge amount of data generated experimentally.

[1]  Hsuan-Liang Liu,et al.  Stability and Unfolding Mechanism of the N‐terminal β‐Hairpin from [2Fe‐2S] Ferredoxin I by Molecular Dynamics Simulations , 2003 .

[2]  F. Gong,et al.  Gas chromatography-mass spectrometry and chemometric resolution applied to the determination of essential oils in Cortex cinnamomi. , 2001, Journal of chromatography. A.

[3]  Zongwei Cai,et al.  A capsule review of recent studies on the application of mass spectrometry in the analysis of Chinese medicinal herbs. , 2002, Journal of mass spectrometry : JMS.

[4]  E. du Pasquier,et al.  Chemical fingerprinting of gasoline. Part 3. Comparison of unevaporated automotive gasoline samples from Australia and New Zealand. , 2004, Forensic science international.

[5]  Yizeng Liang,et al.  Deconvolution in one-dimensional chromatography by heuristic evolving latent projections of whole profiles retention time shifted by simplex optimization of cross-correlation between target peaks , 1993 .

[6]  H. R. Keller,et al.  Heuristic evolving latent projections: resolving two-way multicomponent data. 2. Detection and resolution of minor constituents , 1992 .

[7]  B. W. Wright,et al.  High-speed peak matching algorithm for retention time alignment of gas chromatographic data for chemometric analysis. , 2003, Journal of chromatography. A.

[8]  S. Foster,et al.  Tyler's Honest Herbal , 2003 .

[9]  R. Brereton,et al.  Resolution of strongly overlapping two‐way multicomponent data by means of heuristic evolving latent projections , 1993 .

[10]  M. Grenier-loustalot,et al.  Application of carbohydrate analysis to verify honey authenticity. , 2003, Journal of chromatography. A.

[11]  Desire L. Massart,et al.  Multivariate peak purity approaches , 1996 .

[12]  B. Meier,et al.  Qualitative and quantitative reversed-phase high-performance liquid chromatography of flavonoids in Crataegus leaves and flowers , 1994 .

[13]  J. Carstensen,et al.  Aligning of single and multiple wavelength chromatographic profiles for chemometric data analysis using correlation optimised warping , 1998 .

[14]  J. Nicholson,et al.  Multi-component metabolic classification of commercial feverfew preparations via high-field 1H-NMR spectroscopy and chemometrics. , 2002, Planta medica.

[15]  Xie Peishan,et al.  HPTLC fingerprint identification of commercial ginseng drugs ‐ reinvestigation of HPTLC of ginsenosides , 1987 .

[16]  V. Katalinić High-performance liquid chromatographic determination of flavan fingerprints in plant extracts , 1997 .

[17]  Xian-guo He,et al.  On-line identification of phytochemical constituents in botanical extracts by combined high-performance liquid chromatographic-diode array detection-mass spectrometric techniques. , 2000, Journal of chromatography. A.

[18]  Yizeng Liang,et al.  Application of combined approach to analyze the constituents of essential oil from Dong quai , 2004, Analytical and bioanalytical chemistry.

[19]  O Sticher,et al.  Quality of Ginkgo Preparations1 , 1993, Planta medica.

[20]  E. du Pasquier,et al.  Chemical fingerprinting of gasoline. 2. Comparison of unevaporated and evaporated automotive gasoline samples. , 2004, Forensic science international.

[21]  M. F. Silva,et al.  Metal content monitoring in Hypericum perforatum pharmaceutical derivatives by atomic absorption and emission spectrometry. , 2004, Journal of pharmaceutical and biomedical analysis.

[22]  Junbin Gao,et al.  Chemometrics: From Basics to Wavelet Transform , 2004 .

[23]  Yi-Zeng Liang,et al.  Heuristic evolving latent projections: Resolving hyphenated chromatographic profiles by component stripping , 1993 .

[24]  V. Tyler Phytomedicines: back to the future. , 1999, Journal of natural products.

[25]  Kim T. Blackwell,et al.  Orange Juice Classification with a Biologically Based Neural Network , 1996, Comput. Chem..

[26]  Qun Zhou,et al.  Discrimination of Fritillary according to geographical origin with Fourier transform infrared spectroscopy and two-dimensional correlation IR spectroscopy. , 2003, Journal of pharmaceutical and biomedical analysis.

[27]  Rolf Danielsson,et al.  Alignment of chromatographic profiles for principal component analysis: a prerequisite for fingerprinting methods , 1994 .

[28]  Yizeng Liang,et al.  White, grey and black multicomponent systems: A classification of mixture problems and methods for their quantitative analysis , 1993 .

[29]  Samuel H. Tersigni,et al.  Pharmaceutical fingerprinting: evaluation of neural networks and chemometric techniques for distinguishing among same-product manufacturers. , 1996, Analytical chemistry.

[30]  Y. Woo,et al.  Discrimination of herbal medicines according to geographical origin with near infrared reflectance spectroscopy and pattern recognition techniques. , 1999, Journal of pharmaceutical and biomedical analysis.

[31]  F. Chau,et al.  Determination of volatile components in peptic powder by gas chromatography-mass spectrometry and chemometric resolution. , 2001, Journal of chromatography. A.

[32]  K. Markides,et al.  Chromatographic alignment by warping and dynamic programming as a pre-processing tool for PARAFAC modelling of liquid chromatography-mass spectrometry data. , 2002, Journal of chromatography. A.

[33]  W. Welsh,et al.  Preprocessing of HPLC trace impurity patterns by wavelet packets for pharmaceutical fingerprinting using artificial neural networks. , 1997, Analytical chemistry.

[34]  S. Warber,et al.  Natural Products from Plants , 1998 .

[35]  Y. Woo,et al.  Identification of Herbal Medicines Using Pattern Recognition Techniques with Near-Infrared Reflectance Spectra , 1999 .

[36]  Yi-Zeng Liang,et al.  Spectral correlative chromatography and its application to analysis of chromatographic fingerprints of herbal medicines. , 2004, Journal of separation science.

[37]  Yizeng Liang,et al.  Analyzing of the volatile chemical constituents in Artemisia capillaris herba by GC-MS and correlative chemometric resolution methods. , 2004, Journal of pharmaceutical and biomedical analysis.

[38]  Yizeng Liang,et al.  Systemic Analysis of Structures and Contents of Nitrogen-containing Compounds and Other Non-Hydrocarbons in Crude Oils in Conjunction with Chemometric Resolution Technique , 2004, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.

[39]  E. du Pasquier,et al.  Chemical fingerprinting of unevaporated automotive gasoline samples. , 2003, Forensic science international.

[40]  Brian T Schaneberg,et al.  The role of chemical fingerprinting: application to Ephedra. , 2003, Phytochemistry.

[41]  Yizeng Liang,et al.  Analysis of volatile fractions of Schisandra chinensis (Turcz.) Baill. using GC-MS and chemometric resolution. , 2003, Phytochemical analysis : PCA.

[42]  Yizeng Liang,et al.  Combination of GC‐MS with local resolution for determining volatile components in si‐wu decoction , 2003 .

[43]  Yi-Zeng Liang,et al.  Information theory applied to chromatographic fingerprint of herbal medicine for quality control. , 2003, Journal of chromatography. A.

[44]  Natalie J. Lazarowych,et al.  Use of Fingerprinting and Marker Compounds for Identification and Standardization of Botanical Drugs: Strategies for Applying Pharmaceutical HPLC Analysis to Herbal Products , 1998 .

[45]  Dao-Qing Dai,et al.  Polynomial preserving algorithm for digital image interpolation , 1998, Signal Process..

[46]  Yizeng Liang,et al.  Heuristic evolving latent projections: resolving two-way multicomponent data. 1. Selectivity, latent-projective graph, datascope, local rank, and unique resolution , 1992 .